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hierarchical-taxonomy-clustering

Name: hierarchical-taxonomy-clustering
Author: benchflow-ai

by benchflow-ai889173GitHub

Build unified multi-level category taxonomy from hierarchical product category paths from any e-commerce companies using embedding-based recursive clustering with intelligent category naming via weighted word frequency analysis.

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SKILL.md

Hierarchical Taxonomy Clustering

Create a unified multi-level taxonomy from hierarchical category paths by clustering similar paths and automatically generating meaningful category names.

Installation

pip install pandas numpy scipy sentence-transformers nltk tqdm
python -c "import nltk; nltk.download('wordnet'); nltk.download('omw-1.4')"

unified_level_1: Top-level category (e.g., "electronic | device")
unified_level_2: Second-level category (e.g., "computer | laptop")

Source: https://github.com/benchflow-ai/SkillsBench#tasks_no_script-taxonomy-tree-merge-environment-skills-hierarchical-taxonomy-clustering

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WORKS WITH

Claude

Codex

Gemini